The disclosure relates to stent detection and shadow detection in the context of intravascular data sets obtained using a probe such as, for example, and optical coherence tomography probe or an intravascular ultrasound probe.
Legal claims defining the scope of protection, as filed with the USPTO.
1. A method of stent strut detection comprising: accessing a plurality of frames of image data obtained with respect to a blood vessel; detecting a lumen boundary in one or more frames; identifying a plurality of shadow regions in the plurality of frames; eliminating shadow regions corresponding to non-stent features from the plurality of identified shadow regions to identify shadow regions that are candidate stent strut shadow regions; scoring the candidate stent strut shadow regions to assign one or more scores to each candidate stent strut; and identifying one or more stent struts based on the one or more scores of each candidate stent strut.
2. The method of claim 1 wherein the non-stent features are selected from the group consisting of: a guidewire, a side branch, and combinations thereof.
3. The method of claim 1 , wherein the plurality of frames of image data are stored in an electronic memory device in electrical communication with an imaging system.
4. The method of claim 1 , wherein eliminating shadow regions further comprises eliminating shadow regions that contain lumen pixels.
5. The method of claim 1 , wherein the one or more scores are determined based on candidate stent strut's proximity to the lumen boundary, wherein candidate stent strut closest to the lumen boundary receives highest score.
6. The method of claim 1 , wherein each candidate stent strut corresponds to a local maxima having a peak strength, wherein the one or more scores are determined based on peak strength.
7. The method of claim 6 , further comprising ranking the local maxima based on peak strength to generate a peak score.
8. The method of claim 1 , wherein the one or more scores is a malapposition score.
9. The method of claim 8 wherein candidate stent struts having a malapposition score that exceeds a threshold based on distance from lumen boundary are identified as false positive detections.
10. The method of claim 1 wherein the one or more scores are three scores, wherein the three scores are combined to generate a combined score, wherein the combined score is used to identify stent struts from the candidate stent struts.
11. The method of claim 1 , wherein the one or more scores are selected from a group consisting of a peak score, a lumen boundary proximity score, and a malapposition score.
12. The method of claim 11 further comprising combining the peak score, the proximity score, and the malapposition score, wherein highest combined score is designated as a stent strut at a particular location in the blood vessel.
13. The method of claim 1 further comprising performing a cross-frame analysis to validate designated stent struts across multiple frames of the plurality of frames.
14. The method of claim 13 further comprising displaying on a graphical user interface the validated stent struts.
15. A computer readable medium comprising non-transitory instructions that when executed cause a processor to perform the steps of claim 1 .
16. The method of claim 1 , wherein the image data comprises a plurality of scan lines.
17. The method of claim 1 , wherein the image data is intravascular image data obtained with an intravascular imaging probe.
18. A method of stent strut detection comprising: accessing a plurality of frames of intravascular imaging data; identifying a plurality of shadow regions in the plurality of frames; eliminating shadow regions corresponding to non-stent features; identifying scan lines that correspond to the plurality of shadow regions, wherein the identified scan lines are candidate strut containing scan lines; analyzing the candidate strut containing scan lines to identify location of a stent strut; and performing a cross-frame analysis to validate candidate stent struts across multiple frames using one or more geometric features.
19. The method of claim 18 , comprising displaying on a graphical user interface the validated stent struts.
Cooperative Patent Classification codes for this invention. Click any code to explore related patents in that topic.
June 7, 2018
July 14, 2020
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